Package: tidymodlr 1.0.0
tidymodlr: An R6 Class to Perform Analysis on Long Tidy Data
Transforms long data into a matrix form to allow for ease of input into modelling packages for regression, principal components, imputation or machine learning. It does this by pivoting on user defined columns, generating a key-value table for variable names to ensure one-to-one mappings are preserved. It is particularly useful when the indicator names in the columns are long descriptive strings, for example "Energy imports, net (% of energy use)". High level analysis wrapper functions for correlation and principal components analysis are provided.
Authors:
tidymodlr_1.0.0.tar.gz
tidymodlr_1.0.0.zip(r-4.5)tidymodlr_1.0.0.zip(r-4.4)tidymodlr_1.0.0.zip(r-4.3)
tidymodlr_1.0.0.tgz(r-4.4-any)tidymodlr_1.0.0.tgz(r-4.3-any)
tidymodlr_1.0.0.tar.gz(r-4.5-noble)tidymodlr_1.0.0.tar.gz(r-4.4-noble)
tidymodlr_1.0.0.tgz(r-4.4-emscripten)tidymodlr_1.0.0.tgz(r-4.3-emscripten)
tidymodlr.pdf |tidymodlr.html✨
tidymodlr/json (API)
NEWS
| # Install 'tidymodlr' in R: |
| install.packages('tidymodlr', repos = c('https://david-hammond.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/david-hammond/tidymodlr/issues
- wb - Dummy Long Tidy Data
Last updated 3 months agofrom:d2b8f3835b. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 26 2024 |
| R-4.5-win | OK | Oct 26 2024 |
| R-4.5-linux | OK | Oct 26 2024 |
| R-4.4-win | OK | Oct 26 2024 |
| R-4.4-mac | OK | Oct 26 2024 |
| R-4.3-win | OK | Oct 26 2024 |
| R-4.3-mac | OK | Oct 26 2024 |
Exports:make_key_valuetidymodl
Dependencies:abindbackportsbase64encBHbootbroombslibcacachemcarcarDatacliclustercodetoolscolorspacecorrrcowplotcpp11crosstalkDerivdigestdoBydplyrDTellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapflashClustfontawesomeforeachFormulafsgclusgenericsggplot2ggrepelgluegtablehighrhtmltoolshtmlwidgetshttpuvisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompViewmunsellmvtnormnlmenloptrNLPnnetnumDerivpbkrtestpermutepillarpkgconfigpromisespurrrqapquantregR6rappdirsRColorBrewerRcppRcppEigenregistryrlangrmarkdownsassscalesscatterplot3dseriationslamSparseMstringistringrsurvivaltibbletidyrtidyselecttinytextmTSPutf8vctrsveganviridisLitewithrxfunxml2yaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 'tidymodlr': Modelling with tidy long data | tidymodlr-package tidymodlr |
| Generate a key value table with unique key for a set of text | make_key_value |
| Creates a model matrix style R6 class for modelling with long tidy data | tidymodl |
| Dummy Long Tidy Data | wb |
